Nataalu Google
Imagen mooy famiy modelu diffusion bind-ci-nataal bu DeepMind biy soppi laaj yiñ bind ñu nekk nataal yu fotorealistik.
Résumé
It matters because it powers image generation across Google's products and pushes the frontier on rendering accurate, legible text inside images.
Plongeur bu xóot
Imagen, Google Research moo ko njëkka siiwal ci 2022, dafay defar ay nataal ci mbind di jëfandikoo xeetu diffusion bu lalu ci jëfandikoo xeetu làkk bu yaatu bu liw (T5-XXL ci ndoorte li). Benn gis-gis bu am solo ci Imagen mooy yokk escalier encoder text bi gëna yombal kalite nataal bi ak fidélité bu gaaw bi gëna escalier modelu diffusion nataal bi ci boppam. Imagen yu njëkk ya dañu daan jëfandikoo benn cascade: ab generatër bu 64x64 topp ci ay model yu am dayo bu rëy yuy yokk ba 1024x1024. Versioŋ yi ci topp (Imagen 2, Imagen 3, ak Imagen 4) dañu gëna suqali fotorealism bi, detay yu rafet yi, rawatina ci biir nataal bi, muy lu yàgg lu néew doole ci xeetu diffusion yi. Imagen dafay dooleel màndarga yi ci produit yu melni ImageFX, Barabu liggéey, ak Vertex AI ngir defarkat yi.
Gis-gis xarala
Imagen dafay wéeru ci tegtal bu amul benn xaajkat ak benn pexem Google woowe thresholding dynamique, mooy dagg valeur pixel yu leer lool ci diiru échantillonnage suko defee tegtal yu kawe yi defar nataal yu ñaw, yu méngoo bu baax te duñu fees. Encodeur text frozen dafay soppi prompt bi ci ay embedding, modelu diffusion bi dafay dindi bruit Gaussian bu bari ci nataal bu méngoo ak embedding yooyu. Etape yu am dayo bu rëy ci cascade dañuy gëna ñaw génnug dayo bu woyof bi mu nekk resultaa bu am dayo bu kawe.
njeextalu pexe
Pexem jaaykat
Kartu yoonu jaaykat yi ñooy wane man-man yi sa ekip mëna tabax ci kanam.
Njëgg ak budget
Anamu jënd ak jaay ak tànneefi dugal dañu am njeexital ci njëg ak risk ci diir bu xawa yàgg.
Risk ak kaaraange
Li liggéeyukaay bi di ñaax mooy tëral ni produit bi di doxee, kaaraange gi ak ubbeeku gi.
The Future of Google Imagen
Imagen dafay gëna duggu ci ecosystem bi gëna yaatu, moo gën di dundu ni demo gëstu bu wéet, ak defar nataal ak soppaliku ci aplikaasioŋu AIU_PROTECTED_9_. Xaarandil ngëneel yu wéy ci rendu mbind, fotorealism, njiitu bu gëna gaaw, ak defar bu gëna gaaw, ci wetu lëkkaloo bu gëna dëgër ak Veo ngir wideo ak siñaal yu gëna am doole yu melni SynthID watermarking ngir etiketu ëmbiit li IA defar ak saafara jafe-jafe deepfake.
Doxal ci àdduna dëgg
Marketers generating product mockups and ad concepts inside Google's ImageFX or Vertex AI
Jëfandikukati barabu liggéey dañuy sos nataal yuñ personaalise bu baax ngir Diapozitif yi ak Document yi ci ay tegtali bind
Developpeur yi defar nañu aplikaasioŋ yuy defar ay grafik ci màrk bi jaaraleko ci Imagen API ci kaw Vertex AI
Designer yi deñuy gaaw ci defar ay xalaat ak ay storyboard balaa ñuy dugg ci art bu mujj
Risk yi ak balustrade yi
Koom-koomu ubbite mën na raw stabilite ci def liggéeyu defar dëgg.
Njëg yi ci API wala coppite ci sàrt yi mën nañu dindi xalaat yi ci guddi gi.
Dependence ci benn jaaykat dafay yokk njëgu tëjug ak migraasioŋ.
Roadmap ngir samp gi
Saytu sa fournisseur yi nga jëfandikoo sa liggéey ak say done.
Xoolaat mbir yu nëbbu, kaaraange ak sàrti yoon balaa ngay boole.
Fexe am palaŋu fallback ci model yi wala jaaykat yi.
Xool notu génne yi suko defee coppite yi ci kàrtu yoon du jaaxal ekip yi.
Weyal di banneexu
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Gis bi ci topp
Laaj yi ñuy faral di laaj
What is Google Imagen?
Imagen mooy famiy modelu diffusion bind-ci-nataal bu DeepMind biy soppi laaj yiñ bind ñu nekk nataal yu fotorealistik. Dafa am solo ndax dafay dundal defar nataal ci produit Google ba noppi dafay gëna yombal joxe mbind mu leer te leer ci biir nataal yi.
Ban xeetu xeetu defar la Imagen tabax ci kaw?
Imagen xeetu diffusion text-to-image la buy dindi bruit bu bari ci nataal bi te bind bi diko jiite.
Benn gis-gis bu am solo ci këyitu Imagen bi njëkk mooy scaling ban composant moo gëna yokk njariñ yi?
Google dafa wane ni yaatuwaayu enkodeer bind bu rëy bi dafay yokk kalite nataal bi ak gëna yombal njubluwaay bi gëna yaatuwaayu modelu diffusion bi ci boppam.
Ban ñakk kattan bu yàgg ci defarkati nataal yi version Imagen yi ci topp gëna suqali?
Render mbind mu leer te neexa lire ci biir nataal, yàgg naa nekk lu jafe ci xeetu diffusion yi, ba noppi Imagen yu bees yi dañu ko gëna baaxal.
Architecture bu njëkk bu Imagen dafa jëfandikoo cascade bu tàmbali ci defar nataal ci ban dayo?
Imagen dafa njëkka defar nataal bu ndaw bu 64x64, ginaaw ga mu jëfandikoo model yu am dayo bu rëy ngir yokk ko ba 1024x1024.
Luy SynthID, boole ci jumtukaayi nataal yiy génne Google?
SynthID dafay dugal filigran buñu dul gis suko defee ñu mëna xàmmee nataal yi IA defar ginaaw, jàppale provenance bi ak wàññi jëfandikoo bu baaxul.